Perceptions of the International Baccalaureate (IB) in Canadian Universities
Bibliographic record
Abstract
This article presents the results of the first Canada-wide survey on how university admissions personnel view the International Baccalaureate Diploma Program (IBDP) in relation to other curricula. The purpose of this study was twofold: (i) to move beyond anecdote and discover how Canada compares with universities in the UK and Australia/NZ, and (ii) to determine whether a dominant or hegemonic discourse surrounding the IBDP exists. Building on a small-scale pilot of perceptions in Ontario universities, the present study replicates two International Baccalaureate Organization studies (in the UK, 2003, and in Australia/NZ, in 2007) in the Canadian context. Results reveal a pattern of responses consistent with the previous studies—i.e., a confident positive general view, combined with uncertainty regarding specific aspects of the IBDP. Such widespread and consistent views suggest the existence of a dominant or hegemonic discourse surrounding the IBDP, constructing it as the standard of excellence in pre-tertiary education, which has important implications for publicly funded education in Canada.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".